Bias and Fairness on Multimodal Emotion Detection Algorithms

Matheus Schmitz, Rehan Ahmed, Jimi Cao

Numerous studies have shown that machine learning algorithms can latch onto protected attributes such as race and gender and generate predictions that systematically discriminate a…